Paper Citation Record · LEDGER

Learning Chaotic Dynamics through Second-Order Geometric Supervision

As of 16 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2606.01596.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.01596 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:07:12.897179Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact3
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58a141e2-7096-4c2f-9426-b35b5730b51e · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c02364-137a-41cc-a2fc-6deb94ccc774 · outbound

This paper cites Kantz, T.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Kantz, T

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a663be4-5873-405d-9d1d-16e8d07dc051 · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e47301b-6c2b-4af1-b5a6-70687297bba7 · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c572f7-ef7d-4d9c-98e3-0f98899d3bce · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7787b3a-8188-4d5d-8efb-67c1ae01cd46 · outbound

This paper cites Raissi, P.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Raissi, P

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4960c45a-fef3-4200-b04b-614cd76898e6 · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b2c27d3-d178-444d-90c7-79a297a4ef38 · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396106cb-453e-4817-a598-1d4db4e50063 · outbound

This paper cites Jacobian-Enforced Neural Networks (JENN) for Improved Data Assimilation Consistency in Dynamical Models.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Jacobian-Enforced Neural Networks (JENN) for Improved Data Assimilation Consistency in Dynamical Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:36:23.661948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7531ecf7-17a2-4bba-93de-bffa6b35bbc5 · outbound

This paper cites Mohammadian, K.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Mohammadian, K

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f7f3cd-5514-4f8b-9cf0-dc57bab9a080 · outbound

This paper cites Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-01T23:36:23.654460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0c7a4449-7f1b-499a-a949-111de63164b1 · outbound

This paper cites Srinivas, F.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Srinivas, F

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac173a70-3caf-4735-b7f4-4fab580eab14 · outbound

This paper cites Van Nguyen, J.-U.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Van Nguyen, J.-U

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5314e58-b5f7-494b-84ce-d66f439c077a · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e886e0c-95b6-4a60-915b-65afd84104da · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0603a6-2143-428c-9f82-0a375fb25ea2 · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b72d0a8a-baf5-46c0-ae21-aaeed5312a4c · outbound

This paper cites Eckmann, D.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Eckmann, D

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d50bf5-a46f-4e7e-9763-160015068cba · outbound

This paper cites Rüschendorf, The Wasserstein distance and approximation theorems, Probability Theory and Related Fields 70 (1985) 117–129.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Rüschendorf, The Wasserstein distance and approximation theorems, Probability Theory and Related Fields 70 (1985) 117–129

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8069d87e-e0e4-4d12-a622-e968144cb130 · outbound

This paper cites Villani, et al., Optimal transport: old and new, volume 338, Springer, 2009.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Villani, et al., Optimal transport: old and new, volume 338, Springer, 2009

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d11e122-c9f3-4e75-abb5-38f15a839183 · outbound

This paper cites Carlu, F.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Carlu, F

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6257642f-d165-464a-9223-3e9222291bec · outbound

This paper cites an unresolved cited work.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca3993bd-aa01-4409-905d-c8ab6b9e3a2b · outbound

This paper cites Benettin, L.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Benettin, L

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea221a0a-6f94-40e4-b71d-23dda1d6d940 · outbound

This paper cites Universal Differential Equations for Scientific Machine Learning.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Universal Differential Equations for Scientific Machine Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-01T23:36:23.658274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cc5ed80f-8136-4023-92d8-0d52d5977f6e · outbound

This paper cites Tsitouras, Runge–Kutta pairs of order 5 (4) satisfying only the first column simplifying assumption, Computers & Mathematics with Appli- cations 62 (2011) 770–775.

Learning Chaotic Dynamics through Second-Order Geometric Supervision Tsitouras, Runge–Kutta pairs of order 5 (4) satisfying only the first column simplifying assumption, Computers & Mathematics with Appli- cations 62 (2011) 770–775

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T14:07:12.897179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.